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    Regional-Scale Rainy Season Onset Detection: A New Approach Based on Multivariate Analysis

    Source: Journal of Climate:;2013:;volume( 026 ):;issue: 022::page 8916
    Author:
    Boyard-Micheau, Joseph
    ,
    Camberlin, Pierre
    ,
    Philippon, Nathalie
    ,
    Moron, Vincent
    DOI: 10.1175/JCLI-D-12-00730.1
    Publisher: American Meteorological Society
    Abstract: n agroclimatology, the rainy season onset and cessation dates are often defined from a combination of several empirical rainfall thresholds. For example, the onset may be the first wet day of N consecutive days receiving at least P millimeters without a dry spell lasting n days and receiving less than p millimeters in the following C days. These thresholds are parameterized empirically in order to fit the requirements of a given crop and to account for local-scale climatic conditions. Such local-scale agroclimatic definition is rigid because each threshold may not be necessarily transposable to other crops and other climate environments. A new approach is developed to define onset/cessation dates and monitor their interannual variability at the regional scale. This new approach is less sensitive to parameterization and local-scale contingencies but still has some significance at the local scale. The approach considers multiple combinations of rainfall thresholds in a principal component analysis so that a robust signal across space and parameters is extracted. The regional-scale onset/cessation date is unequally influenced by input rainfall parameters used for the definition of the local rainy season onset. It appears that P is a crucial parameter to define onset, C plays a significant role at most stations, and N seems to be of marginal influence.
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      Regional-Scale Rainy Season Onset Detection: A New Approach Based on Multivariate Analysis

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4222656
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    contributor authorBoyard-Micheau, Joseph
    contributor authorCamberlin, Pierre
    contributor authorPhilippon, Nathalie
    contributor authorMoron, Vincent
    date accessioned2017-06-09T17:07:49Z
    date available2017-06-09T17:07:49Z
    date copyright2013/11/01
    date issued2013
    identifier issn0894-8755
    identifier otherams-79832.pdf
    identifier urihttp://onlinelibrary.yabesh.ir/handle/yetl/4222656
    description abstractn agroclimatology, the rainy season onset and cessation dates are often defined from a combination of several empirical rainfall thresholds. For example, the onset may be the first wet day of N consecutive days receiving at least P millimeters without a dry spell lasting n days and receiving less than p millimeters in the following C days. These thresholds are parameterized empirically in order to fit the requirements of a given crop and to account for local-scale climatic conditions. Such local-scale agroclimatic definition is rigid because each threshold may not be necessarily transposable to other crops and other climate environments. A new approach is developed to define onset/cessation dates and monitor their interannual variability at the regional scale. This new approach is less sensitive to parameterization and local-scale contingencies but still has some significance at the local scale. The approach considers multiple combinations of rainfall thresholds in a principal component analysis so that a robust signal across space and parameters is extracted. The regional-scale onset/cessation date is unequally influenced by input rainfall parameters used for the definition of the local rainy season onset. It appears that P is a crucial parameter to define onset, C plays a significant role at most stations, and N seems to be of marginal influence.
    publisherAmerican Meteorological Society
    titleRegional-Scale Rainy Season Onset Detection: A New Approach Based on Multivariate Analysis
    typeJournal Paper
    journal volume26
    journal issue22
    journal titleJournal of Climate
    identifier doi10.1175/JCLI-D-12-00730.1
    journal fristpage8916
    journal lastpage8928
    treeJournal of Climate:;2013:;volume( 026 ):;issue: 022
    contenttypeFulltext
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